This exercise is based on results in Brewer and Donadio (2003).
a Show, using the results in Theorem 6.1, that the variance in (6.21) can be rewritten as:

Write t i / Ï€i ˆ’ tk / Ï€k = ti / Ï€i €“ t / n + t / n ˆ’ tk / Ï€k .
b The first term in (6.47) is the variance that would result if a with replacement sample with selection probabilities ψi = πi / n were taken. Brewer and Donadio (2003) suggest that the second term may be viewed as a finite population correction for unequal-probability sampling, so that the first two terms in (6.47) approximate V(ṫHT) without depending on the joint inclusion probabilities πik . Calculate the three terms in (6.47) for an SRS of size n.
c Suppose that there exist constants ci such that Ï€ik ‰ˆ Ï€iÏ€k(ci + ck)/2. Show that with this substitution, the third term in (6.47) can be approximated by

so that

Two choices suggested for ci are ci = (n ˆ’1) / (n ˆ’Ï€i) or (following Hartley and
Rao, 1962),

Calculate the variance approximation in (6.48) for an SRS with each of these choices of ci.

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